{"id":"W1967255940","doi":"10.1080/08920753.2011.589224","title":"Design Factors and Socioeconomic Variables Associated with Ecological Responses to Fishery Closures in the Western Indian Ocean","year":2011,"lang":"en","type":"article","venue":"Coastal Management","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Biomass (ecology); Fishery; Population; Marine protected area; Coral; Fishing; Population density; Coral reef; Coral reef fish; Ecology; Geography; Biology; Habitat; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005214864,0.0002032707,0.0001438006,0.0005425556,0.0004552762,0.0004588173,0.0002363351,0.0001834608,0.0009895288],"category_scores_gemma":[0.002333469,0.0001563724,0.0002742632,0.0005773503,0.0006897138,0.0002203236,0.0005982361,0.0003432684,0.000105154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330513,"about_ca_system_score_gemma":0.0004065545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04987726,"about_ca_topic_score_gemma":0.1149309,"domain_scores_codex":[0.9996533,0.0001003798,0.00003133889,0.00004498963,0.00005776066,0.0001122077],"domain_scores_gemma":[0.9979721,0.0003211713,0.001056667,0.0001088871,0.0001625538,0.0003786245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009755283,0.00001288659,0.9993147,9.689096e-7,0.00000699898,0.00001670047,0.0001314286,0.00002203727,0.00004346916,0.000005046063,0.000009659044,0.0004263786],"study_design_scores_gemma":[3.026091e-7,0.00001199284,0.9995362,7.418469e-7,0.00000179299,0.0000125723,0.0003574136,0.00004600157,0.0000097407,0.000003617603,0.00001882487,8.805878e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998816,0.000006833477,0.000008052587,0.000007924462,3.757574e-7,8.391283e-7,0.00001485721,2.992001e-7,0.00007929834],"genre_scores_gemma":[0.999869,0.00001277508,0.00001605926,0.000003431097,8.467675e-7,0.000001707199,0.00003567012,2.935418e-7,0.00006021581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04987726,"threshold_uncertainty_score":0.0991739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036652989432437,"score_gpt":0.205319207471712,"score_spread":0.1749526775773877,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}